Overview
Brought to you by YData
Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 253755 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 60.0 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 28 |
|---|---|
| Categorical | 3 |
Nhog has constant value "1" | Constant |
arrenda is highly overall correlated with rentas | High correlation |
cum_factor is highly overall correlated with ing_cor and 1 other fields | High correlation |
decile is highly overall correlated with ing_cor and 2 other fields | High correlation |
entidad is highly overall correlated with est_dis and 3 other fields | High correlation |
est_dis is highly overall correlated with entidad and 3 other fields | High correlation |
folioviv is highly overall correlated with entidad and 3 other fields | High correlation |
ing_cor is highly overall correlated with cum_factor and 3 other fields | High correlation |
ingtrab is highly overall correlated with cum_factor and 3 other fields | High correlation |
jubilacion is highly overall correlated with transfer | High correlation |
rentas is highly overall correlated with arrenda and 1 other fields | High correlation |
trabajo is highly overall correlated with decile and 2 other fields | High correlation |
transfer is highly overall correlated with jubilacion | High correlation |
ubica_geo is highly overall correlated with entidad and 3 other fields | High correlation |
upm is highly overall correlated with entidad and 3 other fields | High correlation |
utilidad is highly overall correlated with rentas | High correlation |
foliohog is highly imbalanced (94.8%) | Imbalance |
ing_cor is highly skewed (γ1 = 40.06266922) | Skewed |
ingtrab is highly skewed (γ1 = 21.14059096) | Skewed |
negocio is highly skewed (γ1 = 93.83910751) | Skewed |
otros_trab is highly skewed (γ1 = 50.31595339) | Skewed |
rentas is highly skewed (γ1 = 98.56600621) | Skewed |
utilidad is highly skewed (γ1 = 101.9846892) | Skewed |
arrenda is highly skewed (γ1 = 50.09219396) | Skewed |
transfer is highly skewed (γ1 = 44.30195684) | Skewed |
jubilacion is highly skewed (γ1 = 70.88625813) | Skewed |
becas is highly skewed (γ1 = 39.38829772) | Skewed |
transf_hog is highly skewed (γ1 = 20.62957593) | Skewed |
trans_inst is highly skewed (γ1 = 93.28168222) | Skewed |
otros_ing is highly skewed (γ1 = 44.39879323) | Skewed |
ingtrab has 28787 (11.3%) zeros | Zeros |
trabajo has 62299 (24.6%) zeros | Zeros |
negocio has 176458 (69.5%) zeros | Zeros |
otros_trab has 207401 (81.7%) zeros | Zeros |
rentas has 233507 (92.0%) zeros | Zeros |
utilidad has 244002 (96.2%) zeros | Zeros |
arrenda has 242349 (95.5%) zeros | Zeros |
transfer has 72418 (28.5%) zeros | Zeros |
jubilacion has 211880 (83.5%) zeros | Zeros |
becas has 244742 (96.4%) zeros | Zeros |
donativos has 199509 (78.6%) zeros | Zeros |
remesas has 238723 (94.1%) zeros | Zeros |
bene_gob has 170028 (67.0%) zeros | Zeros |
transf_hog has 174206 (68.7%) zeros | Zeros |
trans_inst has 207377 (81.7%) zeros | Zeros |
estim_alqu has 35251 (13.9%) zeros | Zeros |
otros_ing has 248610 (98.0%) zeros | Zeros |
decile has 28631 (11.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-06 23:52:34.117425 |
|---|---|
| Analysis finished | 2024-11-06 23:56:23.180789 |
| Duration | 3 minutes and 49.06 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
folioviv
Real number (ℝ)
High correlation 
| Distinct | 245336 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6152604 × 109 |
| Minimum | 1.00005 × 108 |
|---|---|
| Maximum | 3.2607989 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1.00005 × 108 |
|---|---|
| 5-th percentile | 2.079852 × 108 |
| Q1 | 8.046491 × 108 |
| median | 1.5620738 × 109 |
| Q3 | 2.4034419 × 109 |
| 95-th percentile | 3.1027969 × 109 |
| Maximum | 3.2607989 × 109 |
| Range | 3.1607939 × 109 |
| Interquartile range (IQR) | 1.5987928 × 109 |
Descriptive statistics
| Standard deviation | 9.2964547 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.57553906 |
| Kurtosis | -1.2143773 |
| Mean | 1.6152604 × 109 |
| Median Absolute Deviation (MAD) | 7.9801708 × 108 |
| Skewness | 0.077342466 |
| Sum | 4.0988041 × 1014 |
| Variance | 8.6424071 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 917007901 | 5 | < 0.1% |
| 401444216 | 5 | < 0.1% |
| 1603924905 | 5 | < 0.1% |
| 1601079606 | 5 | < 0.1% |
| 1407220002 | 5 | < 0.1% |
| 2260564319 | 5 | < 0.1% |
| 2200819303 | 5 | < 0.1% |
| 2200518002 | 5 | < 0.1% |
| 2502171703 | 5 | < 0.1% |
| 2660334402 | 5 | < 0.1% |
| Other values (245326) | 253705 |
| Value | Count | Frequency (%) |
| 100005002 | 1 | |
| 100005003 | 1 | |
| 100005004 | 1 | |
| 100012002 | 2 | |
| 100012004 | 1 | |
| 100012006 | 1 | |
| 100013601 | 1 | |
| 100013602 | 1 | |
| 100013603 | 1 | |
| 100013604 | 1 |
| Value | Count | Frequency (%) |
| 3260798906 | 1 | |
| 3260798905 | 1 | |
| 3260798904 | 1 | |
| 3260798903 | 1 | |
| 3260798902 | 1 | |
| 3260798901 | 1 | |
| 3260798812 | 1 | |
| 3260798811 | 1 | |
| 3260798810 | 1 | |
| 3260798809 | 1 |
foliohog
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 MiB |
| 1 | |
|---|---|
| 2 | 3286 |
| 3 | 422 |
| 4 | 55 |
| 5 | 10 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 249982 | |
| 2 | 3286 | 1.3% |
| 3 | 422 | 0.2% |
| 4 | 55 | < 0.1% |
| 5 | 10 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 249982 | |
| 2 | 3286 | 1.3% |
| 3 | 422 | 0.2% |
| 4 | 55 | < 0.1% |
| 5 | 10 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 249982 | |
| 2 | 3286 | 1.3% |
| 3 | 422 | 0.2% |
| 4 | 55 | < 0.1% |
| 5 | 10 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 253755 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 249982 | |
| 2 | 3286 | 1.3% |
| 3 | 422 | 0.2% |
| 4 | 55 | < 0.1% |
| 5 | 10 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 253755 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 249982 | |
| 2 | 3286 | 1.3% |
| 3 | 422 | 0.2% |
| 4 | 55 | < 0.1% |
| 5 | 10 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 253755 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 249982 | |
| 2 | 3286 | 1.3% |
| 3 | 422 | 0.2% |
| 4 | 55 | < 0.1% |
| 5 | 10 | < 0.1% |
ubica_geo
Real number (ℝ)
High correlation 
| Distinct | 1528 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15937.66 |
| Minimum | 1001 |
|---|---|
| Maximum | 32057 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 2002 |
| Q1 | 8019 |
| median | 15121 |
| Q3 | 24028 |
| 95-th percentile | 31050 |
| Maximum | 32057 |
| Range | 31056 |
| Interquartile range (IQR) | 16009 |
Descriptive statistics
| Standard deviation | 9308.9278 |
|---|---|
| Coefficient of variation (CV) | 0.58408371 |
| Kurtosis | -1.2184141 |
| Mean | 15937.66 |
| Median Absolute Deviation (MAD) | 7887 |
| Skewness | 0.077489507 |
| Sum | 4.044261 × 109 |
| Variance | 86656136 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1001 | 4428 | 1.7% |
| 2002 | 3938 | 1.6% |
| 2004 | 3825 | 1.5% |
| 8037 | 3746 | 1.5% |
| 22014 | 3677 | 1.4% |
| 25006 | 3318 | 1.3% |
| 3008 | 2871 | 1.1% |
| 3003 | 2869 | 1.1% |
| 23005 | 2691 | 1.1% |
| 31050 | 2647 | 1.0% |
| Other values (1518) | 219745 |
| Value | Count | Frequency (%) |
| 1001 | 4428 | |
| 1002 | 341 | 0.1% |
| 1003 | 454 | 0.2% |
| 1004 | 39 | < 0.1% |
| 1005 | 780 | 0.3% |
| 1006 | 368 | 0.1% |
| 1007 | 414 | 0.2% |
| 1008 | 44 | < 0.1% |
| 1009 | 171 | 0.1% |
| 1010 | 183 | 0.1% |
| Value | Count | Frequency (%) |
| 32057 | 71 | < 0.1% |
| 32056 | 646 | |
| 32055 | 56 | < 0.1% |
| 32054 | 192 | 0.1% |
| 32053 | 171 | 0.1% |
| 32052 | 132 | 0.1% |
| 32051 | 161 | 0.1% |
| 32050 | 48 | < 0.1% |
| 32049 | 84 | < 0.1% |
| 32048 | 113 | < 0.1% |
ing_cor
Real number (ℝ)
High correlation  Skewed 
| Distinct | 223229 |
|---|---|
| Distinct (%) | 88.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52157.862 |
| Minimum | 0 |
|---|---|
| Maximum | 10702107 |
| Zeros | 30 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10563.866 |
| Q1 | 23152.855 |
| median | 38189.65 |
| Q3 | 63042.055 |
| 95-th percentile | 133639.89 |
| Maximum | 10702107 |
| Range | 10702107 |
| Interquartile range (IQR) | 39889.2 |
Descriptive statistics
| Standard deviation | 71496.053 |
|---|---|
| Coefficient of variation (CV) | 1.3707627 |
| Kurtosis | 3796.2765 |
| Mean | 52157.862 |
| Median Absolute Deviation (MAD) | 17940.76 |
| Skewness | 40.062669 |
| Sum | 1.3235318 × 1010 |
| Variance | 5.1116856 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29347.82 | 59 | < 0.1% |
| 17608.69 | 56 | < 0.1% |
| 23478.26 | 55 | < 0.1% |
| 20511.91 | 51 | < 0.1% |
| 23415.14 | 45 | < 0.1% |
| 29508.19 | 44 | < 0.1% |
| 21963.52 | 42 | < 0.1% |
| 29284.71 | 42 | < 0.1% |
| 22204.91 | 42 | < 0.1% |
| 16990.17 | 39 | < 0.1% |
| Other values (223219) | 253280 |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 79.67 | 1 | < 0.1% |
| 97.82 | 1 | < 0.1% |
| 264.13 | 1 | < 0.1% |
| 381.29 | 1 | < 0.1% |
| 405 | 1 | < 0.1% |
| 467.21 | 1 | < 0.1% |
| 580.64 | 1 | < 0.1% |
| 681.48 | 1 | < 0.1% |
| 684.78 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10702107.4 | 1 | |
| 7153770.46 | 1 | |
| 6431318.87 | 1 | |
| 6406776.43 | 1 | |
| 6124150.93 | 1 | |
| 6033136.73 | 1 | |
| 5915139.37 | 1 | |
| 4501830.28 | 1 | |
| 4033085.53 | 1 | |
| 3950804.34 | 1 |
factor
Real number (ℝ)
| Distinct | 2380 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 424.46571 |
| Minimum | 6 |
|---|---|
| Maximum | 6470 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 156 |
| median | 293 |
| Q3 | 535 |
| 95-th percentile | 1278 |
| Maximum | 6470 |
| Range | 6464 |
| Interquartile range (IQR) | 379 |
Descriptive statistics
| Standard deviation | 433.26491 |
|---|---|
| Coefficient of variation (CV) | 1.0207301 |
| Kurtosis | 13.496032 |
| Mean | 424.46571 |
| Median Absolute Deviation (MAD) | 166 |
| Skewness | 2.877524 |
| Sum | 1.077103 × 108 |
| Variance | 187718.49 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 112 | 875 | 0.3% |
| 104 | 855 | 0.3% |
| 119 | 841 | 0.3% |
| 102 | 829 | 0.3% |
| 115 | 820 | 0.3% |
| 114 | 772 | 0.3% |
| 96 | 764 | 0.3% |
| 116 | 732 | 0.3% |
| 105 | 729 | 0.3% |
| 101 | 725 | 0.3% |
| Other values (2370) | 245813 |
| Value | Count | Frequency (%) |
| 6 | 19 | < 0.1% |
| 9 | 51 | < 0.1% |
| 10 | 58 | < 0.1% |
| 12 | 96 | < 0.1% |
| 14 | 22 | < 0.1% |
| 15 | 100 | < 0.1% |
| 16 | 114 | < 0.1% |
| 17 | 194 | |
| 18 | 269 | |
| 19 | 421 |
| Value | Count | Frequency (%) |
| 6470 | 5 | |
| 6414 | 1 | < 0.1% |
| 6133 | 4 | |
| 6074 | 6 | |
| 5763 | 6 | |
| 5284 | 5 | |
| 5280 | 4 | |
| 5210 | 3 | |
| 5099 | 2 | < 0.1% |
| 5044 | 1 | < 0.1% |
upm
Real number (ℝ)
High correlation 
| Distinct | 10231 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4943.8809 |
| Minimum | 1 |
|---|---|
| Maximum | 10232 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 602 |
| Q1 | 2507 |
| median | 4886 |
| Q3 | 7175 |
| 95-th percentile | 9599 |
| Maximum | 10232 |
| Range | 10231 |
| Interquartile range (IQR) | 4668 |
Descriptive statistics
| Standard deviation | 2816.5227 |
|---|---|
| Coefficient of variation (CV) | 0.56969874 |
| Kurtosis | -1.0721149 |
| Mean | 4943.8809 |
| Median Absolute Deviation (MAD) | 2315 |
| Skewness | 0.050804308 |
| Sum | 1.2545345 × 109 |
| Variance | 7932800.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5352 | 73 | < 0.1% |
| 5337 | 72 | < 0.1% |
| 4423 | 72 | < 0.1% |
| 5345 | 71 | < 0.1% |
| 283 | 70 | < 0.1% |
| 2444 | 70 | < 0.1% |
| 1002 | 70 | < 0.1% |
| 6751 | 70 | < 0.1% |
| 5358 | 69 | < 0.1% |
| 5338 | 69 | < 0.1% |
| Other values (10221) | 253049 |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 2 | 13 | |
| 3 | 14 | |
| 4 | 16 | |
| 5 | 12 | |
| 6 | 14 | |
| 7 | 12 | |
| 8 | 17 | |
| 9 | 14 | |
| 10 | 16 |
| Value | Count | Frequency (%) |
| 10232 | 23 | |
| 10231 | 23 | |
| 10230 | 19 | |
| 10229 | 20 | |
| 10228 | 19 | |
| 10227 | 20 | |
| 10226 | 17 | |
| 10225 | 19 | |
| 10224 | 19 | |
| 10223 | 20 |
est_dis
Real number (ℝ)
High correlation 
| Distinct | 560 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 259.94604 |
| Minimum | 1 |
|---|---|
| Maximum | 560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 120 |
| median | 254 |
| Q3 | 388 |
| 95-th percentile | 533 |
| Maximum | 560 |
| Range | 559 |
| Interquartile range (IQR) | 268 |
Descriptive statistics
| Standard deviation | 161.19906 |
|---|---|
| Coefficient of variation (CV) | 0.6201251 |
| Kurtosis | -1.1208485 |
| Mean | 259.94604 |
| Median Absolute Deviation (MAD) | 134 |
| Skewness | 0.14400203 |
| Sum | 65962607 |
| Variance | 25985.138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 3247 | 1.3% |
| 138 | 2516 | 1.0% |
| 11 | 2313 | 0.9% |
| 139 | 1942 | 0.8% |
| 2 | 1773 | 0.7% |
| 140 | 1759 | 0.7% |
| 333 | 1706 | 0.7% |
| 29 | 1599 | 0.6% |
| 116 | 1586 | 0.6% |
| 331 | 1548 | 0.6% |
| Other values (550) | 233766 |
| Value | Count | Frequency (%) |
| 1 | 1184 | |
| 2 | 1773 | |
| 3 | 691 | 0.3% |
| 4 | 153 | 0.1% |
| 5 | 44 | < 0.1% |
| 6 | 51 | < 0.1% |
| 7 | 383 | 0.2% |
| 8 | 127 | 0.1% |
| 9 | 266 | 0.1% |
| 10 | 974 |
| Value | Count | Frequency (%) |
| 560 | 637 | |
| 559 | 345 | |
| 558 | 859 | |
| 557 | 645 | |
| 556 | 331 | 0.1% |
| 555 | 560 | |
| 554 | 246 | 0.1% |
| 553 | 324 | 0.1% |
| 552 | 211 | 0.1% |
| 551 | 327 | 0.1% |
ingtrab
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 125265 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34180.989 |
| Minimum | 0 |
|---|---|
| Maximum | 5891913.6 |
| Zeros | 28787 |
| Zeros (%) | 11.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9640.99 |
| median | 24590.15 |
| Q3 | 45817.23 |
| 95-th percentile | 99737.67 |
| Maximum | 5891913.6 |
| Range | 5891913.6 |
| Interquartile range (IQR) | 36176.24 |
Descriptive statistics
| Standard deviation | 44099.976 |
|---|---|
| Coefficient of variation (CV) | 1.2901902 |
| Kurtosis | 1887.6356 |
| Mean | 34180.989 |
| Median Absolute Deviation (MAD) | 17379 |
| Skewness | 21.140591 |
| Sum | 8.6735969 × 109 |
| Variance | 1.9448079 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28787 | 11.3% |
| 17608.69 | 727 | 0.3% |
| 23478.26 | 507 | 0.2% |
| 29347.82 | 463 | 0.2% |
| 11739.13 | 449 | 0.2% |
| 17704.91 | 431 | 0.2% |
| 19076.08 | 408 | 0.2% |
| 14086.95 | 399 | 0.2% |
| 15260.86 | 367 | 0.1% |
| 23606.55 | 320 | 0.1% |
| Other values (125255) | 220897 |
| Value | Count | Frequency (%) |
| 0 | 28787 | |
| 2.93 | 4 | < 0.1% |
| 2.95 | 1 | < 0.1% |
| 4.89 | 2 | < 0.1% |
| 4.91 | 1 | < 0.1% |
| 4.97 | 1 | < 0.1% |
| 5.86 | 4 | < 0.1% |
| 5.9 | 3 | < 0.1% |
| 5.96 | 2 | < 0.1% |
| 7.33 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 5891913.57 | 1 | |
| 3950804.34 | 1 | |
| 3771994 | 1 | |
| 2910326.08 | 1 | |
| 2667344.25 | 1 | |
| 2002740.74 | 1 | |
| 1841188.51 | 1 | |
| 1743205.1 | 1 | |
| 1622688.26 | 1 | |
| 1571818.67 | 1 |
trabajo
Real number (ℝ)
High correlation  Zeros 
| Distinct | 83585 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28490.366 |
| Minimum | 0 |
|---|---|
| Maximum | 3950804.3 |
| Zeros | 62299 |
| Zeros (%) | 24.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 344.26 |
| median | 19520.46 |
| Q3 | 39864.12 |
| 95-th percentile | 91153.318 |
| Maximum | 3950804.3 |
| Range | 3950804.3 |
| Interquartile range (IQR) | 39519.86 |
Descriptive statistics
| Standard deviation | 39253.867 |
|---|---|
| Coefficient of variation (CV) | 1.3777944 |
| Kurtosis | 976.21019 |
| Mean | 28490.366 |
| Median Absolute Deviation (MAD) | 19520.46 |
| Skewness | 14.324796 |
| Sum | 7.2295728 × 109 |
| Variance | 1.5408661 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62299 | 24.6% |
| 17608.69 | 1062 | 0.4% |
| 23478.26 | 703 | 0.3% |
| 11739.13 | 699 | 0.3% |
| 17704.91 | 612 | 0.2% |
| 14086.95 | 608 | 0.2% |
| 29347.82 | 557 | 0.2% |
| 19076.08 | 539 | 0.2% |
| 15260.86 | 535 | 0.2% |
| 8804.34 | 481 | 0.2% |
| Other values (83575) | 185660 |
| Value | Count | Frequency (%) |
| 0 | 62299 | |
| 0.99 | 1 | < 0.1% |
| 2.45 | 1 | < 0.1% |
| 3.97 | 1 | < 0.1% |
| 4.89 | 3 | < 0.1% |
| 4.91 | 2 | < 0.1% |
| 4.97 | 1 | < 0.1% |
| 5.86 | 1 | < 0.1% |
| 5.96 | 1 | < 0.1% |
| 7.33 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 3950804.34 | 1 | |
| 3771994 | 1 | |
| 2836956.52 | 1 | |
| 2655737.7 | 1 | |
| 2002740.74 | 1 | |
| 1398565.56 | 1 | |
| 1218232.02 | 1 | |
| 1192872.89 | 1 | |
| 1187119.56 | 1 | |
| 1173913.04 | 1 |
negocio
Real number (ℝ)
Skewed  Zeros 
| Distinct | 41269 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4392.4865 |
| Minimum | 0 |
|---|---|
| Maximum | 5712891.8 |
| Zeros | 176458 |
| Zeros (%) | 69.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1217.93 |
| 95-th percentile | 24077.927 |
| Maximum | 5712891.8 |
| Range | 5712891.8 |
| Interquartile range (IQR) | 1217.93 |
Descriptive statistics
| Standard deviation | 20971.475 |
|---|---|
| Coefficient of variation (CV) | 4.7743972 |
| Kurtosis | 22321.066 |
| Mean | 4392.4865 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 93.839108 |
| Sum | 1.1146154 × 109 |
| Variance | 4.3980277 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 176458 | |
| 1467.39 | 85 | < 0.1% |
| 293.47 | 81 | < 0.1% |
| 5869.56 | 79 | < 0.1% |
| 586.95 | 69 | < 0.1% |
| 2934.78 | 69 | < 0.1% |
| 733.69 | 68 | < 0.1% |
| 73.36 | 67 | < 0.1% |
| 146.73 | 64 | < 0.1% |
| 440.21 | 62 | < 0.1% |
| Other values (41259) | 76653 |
| Value | Count | Frequency (%) |
| 0 | 176458 | |
| 0.48 | 1 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 2.45 | 1 | < 0.1% |
| 2.93 | 15 | < 0.1% |
| 2.95 | 6 | < 0.1% |
| 2.96 | 1 | < 0.1% |
| 2.98 | 1 | < 0.1% |
| 3.93 | 1 | < 0.1% |
| 4.89 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5712891.84 | 1 | |
| 1743205.1 | 1 | |
| 1622688.26 | 1 | |
| 1473748.04 | 1 | |
| 1223699.66 | 1 | |
| 1120231.94 | 1 | |
| 952480.32 | 1 | |
| 939538.02 | 1 | |
| 921266.55 | 1 | |
| 889524.59 | 1 |
otros_trab
Real number (ℝ)
Skewed  Zeros 
| Distinct | 6569 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1298.1367 |
| Minimum | 0 |
|---|---|
| Maximum | 1257295.1 |
| Zeros | 207401 |
| Zeros (%) | 81.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8315.21 |
| Maximum | 1257295.1 |
| Range | 1257295.1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6733.4849 |
|---|---|
| Coefficient of variation (CV) | 5.1870385 |
| Kurtosis | 6778.9569 |
| Mean | 1298.1367 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 50.315953 |
| Sum | 3.2940867 × 108 |
| Variance | 45339819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 207401 | |
| 2934.78 | 575 | 0.2% |
| 978.26 | 527 | 0.2% |
| 5869.56 | 526 | 0.2% |
| 1467.39 | 525 | 0.2% |
| 1956.52 | 453 | 0.2% |
| 489.13 | 418 | 0.2% |
| 3913.04 | 406 | 0.2% |
| 586.95 | 384 | 0.2% |
| 293.47 | 383 | 0.2% |
| Other values (6559) | 42157 | 16.6% |
| Value | Count | Frequency (%) |
| 0 | 207401 | |
| 0.48 | 4 | < 0.1% |
| 0.49 | 8 | < 0.1% |
| 2.95 | 1 | < 0.1% |
| 4.91 | 2 | < 0.1% |
| 5.43 | 1 | < 0.1% |
| 6.39 | 1 | < 0.1% |
| 7.37 | 1 | < 0.1% |
| 7.82 | 1 | < 0.1% |
| 9.78 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1257295.08 | 1 | |
| 929347.82 | 1 | |
| 493276.72 | 1 | |
| 442622.95 | 1 | |
| 405494.5 | 1 | |
| 393442.62 | 1 | |
| 391304.34 | 1 | |
| 376548.06 | 1 | |
| 343663.03 | 1 | |
| 317769.23 | 1 |
rentas
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 9556 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3061.078 |
| Minimum | 0 |
|---|---|
| Maximum | 10688918 |
| Zeros | 233507 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6795.487 |
| Maximum | 10688918 |
| Range | 10688918 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 49105.834 |
|---|---|
| Coefficient of variation (CV) | 16.042007 |
| Kurtosis | 14983.938 |
| Mean | 3061.078 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 98.566006 |
| Sum | 7.7676385 × 108 |
| Variance | 2.4113829 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 233507 | |
| 2934.78 | 430 | 0.2% |
| 5869.56 | 405 | 0.2% |
| 4402.17 | 350 | 0.1% |
| 8804.34 | 282 | 0.1% |
| 2950.81 | 258 | 0.1% |
| 5901.63 | 241 | 0.1% |
| 14673.91 | 221 | 0.1% |
| 7336.95 | 213 | 0.1% |
| 1467.39 | 207 | 0.1% |
| Other values (9546) | 17641 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 233507 | |
| 0.97 | 1 | < 0.1% |
| 2.44 | 1 | < 0.1% |
| 3.48 | 1 | < 0.1% |
| 4.89 | 2 | < 0.1% |
| 7.33 | 1 | < 0.1% |
| 8.8 | 2 | < 0.1% |
| 8.95 | 1 | < 0.1% |
| 9.78 | 1 | < 0.1% |
| 9.83 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10688918.47 | 1 | |
| 6854754.09 | 1 | |
| 6329445.65 | 1 | |
| 6197282.6 | 1 | |
| 5990624.99 | 1 | |
| 5894135.28 | 1 | |
| 3916956.5 | 1 | |
| 3499259.66 | 1 | |
| 3282786.88 | 1 | |
| 3268738.03 | 1 |
utilidad
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 8460 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2487.5975 |
| Minimum | 0 |
|---|---|
| Maximum | 10688918 |
| Zeros | 244002 |
| Zeros (%) | 96.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10688918 |
| Range | 10688918 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 47720.772 |
|---|---|
| Coefficient of variation (CV) | 19.183478 |
| Kurtosis | 16044.296 |
| Mean | 2487.5975 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 101.98469 |
| Sum | 6.3124029 × 108 |
| Variance | 2.277272 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 244002 | |
| 19076.08 | 13 | < 0.1% |
| 29508.19 | 11 | < 0.1% |
| 11739.13 | 10 | < 0.1% |
| 14673.91 | 10 | < 0.1% |
| 29347.82 | 10 | < 0.1% |
| 31793.47 | 9 | < 0.1% |
| 4402.17 | 9 | < 0.1% |
| 5869.56 | 9 | < 0.1% |
| 4891.3 | 9 | < 0.1% |
| Other values (8450) | 9663 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 244002 | |
| 20.54 | 1 | < 0.1% |
| 29.34 | 1 | < 0.1% |
| 32.45 | 1 | < 0.1% |
| 35.21 | 1 | < 0.1% |
| 49.18 | 2 | < 0.1% |
| 50.16 | 1 | < 0.1% |
| 67.49 | 1 | < 0.1% |
| 70.6 | 1 | < 0.1% |
| 70.92 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10688918.47 | 1 | |
| 6854754.09 | 1 | |
| 6329445.65 | 1 | |
| 5990624.99 | 1 | |
| 5735019.28 | 1 | |
| 5233695.65 | 1 | |
| 3499259.66 | 1 | |
| 3282786.88 | 1 | |
| 3268738.03 | 1 | |
| 3095217.38 | 1 |
arrenda
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 1627 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 573.48055 |
| Minimum | 0 |
|---|---|
| Maximum | 963586.95 |
| Zeros | 242349 |
| Zeros (%) | 95.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 963586.95 |
| Range | 963586.95 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6800.8265 |
|---|---|
| Coefficient of variation (CV) | 11.858862 |
| Kurtosis | 4451.0881 |
| Mean | 573.48055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 50.092194 |
| Sum | 1.4552356 × 108 |
| Variance | 46251241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 242349 | |
| 2934.78 | 442 | 0.2% |
| 5869.56 | 420 | 0.2% |
| 4402.17 | 361 | 0.1% |
| 8804.34 | 302 | 0.1% |
| 2950.81 | 269 | 0.1% |
| 5901.63 | 253 | 0.1% |
| 14673.91 | 241 | 0.1% |
| 7336.95 | 227 | 0.1% |
| 1467.39 | 215 | 0.1% |
| Other values (1617) | 8676 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 242349 | |
| 0.97 | 1 | < 0.1% |
| 2.44 | 1 | < 0.1% |
| 3.48 | 1 | < 0.1% |
| 4.89 | 2 | < 0.1% |
| 5.86 | 1 | < 0.1% |
| 7.33 | 1 | < 0.1% |
| 8.8 | 2 | < 0.1% |
| 8.95 | 1 | < 0.1% |
| 9.78 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 963586.95 | 1 | |
| 821739.12 | 1 | |
| 733695.65 | 1 | |
| 608967.38 | 1 | |
| 596685.07 | 1 | |
| 589226.51 | 1 | |
| 545901.63 | 1 | |
| 440217.39 | 1 | |
| 397418.47 | 1 | |
| 393783.26 | 1 |
transfer
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 87184 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9165.8536 |
| Minimum | 0 |
|---|---|
| Maximum | 4490217.4 |
| Zeros | 72418 |
| Zeros (%) | 28.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2973.72 |
| Q3 | 10285.69 |
| 95-th percentile | 37680.731 |
| Maximum | 4490217.4 |
| Range | 4490217.4 |
| Interquartile range (IQR) | 10285.69 |
Descriptive statistics
| Standard deviation | 21496.722 |
|---|---|
| Coefficient of variation (CV) | 2.345305 |
| Kurtosis | 7727.1641 |
| Mean | 9165.8536 |
| Median Absolute Deviation (MAD) | 2973.72 |
| Skewness | 44.301957 |
| Sum | 2.3258812 × 109 |
| Variance | 4.6210908 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72418 | |
| 1565.21 | 1079 | 0.4% |
| 2571.42 | 973 | 0.4% |
| 2347.82 | 929 | 0.4% |
| 1285.71 | 807 | 0.3% |
| 782.6 | 736 | 0.3% |
| 5869.56 | 718 | 0.3% |
| 2934.78 | 696 | 0.3% |
| 1573.77 | 651 | 0.3% |
| 1928.57 | 565 | 0.2% |
| Other values (87174) | 174183 |
| Value | Count | Frequency (%) |
| 0 | 72418 | |
| 2.44 | 1 | < 0.1% |
| 4.89 | 2 | < 0.1% |
| 5.8 | 3 | < 0.1% |
| 7.33 | 2 | < 0.1% |
| 9.78 | 9 | < 0.1% |
| 9.83 | 5 | < 0.1% |
| 9.89 | 1 | < 0.1% |
| 12.85 | 8 | < 0.1% |
| 13.92 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4490217.38 | 1 | |
| 1448245.31 | 1 | |
| 1324925.73 | 1 | |
| 1195106.15 | 1 | |
| 1004812.19 | 1 | |
| 1001867.4 | 1 | |
| 930803 | 1 | |
| 805327.85 | 1 | |
| 694045.54 | 1 | |
| 688524.59 | 1 |
jubilacion
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 4643 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3979.5932 |
| Minimum | 0 |
|---|---|
| Maximum | 4490217.4 |
| Zeros | 211880 |
| Zeros (%) | 83.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 23478.26 |
| Maximum | 4490217.4 |
| Range | 4490217.4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 17548.148 |
|---|---|
| Coefficient of variation (CV) | 4.4095331 |
| Kurtosis | 16894.757 |
| Mean | 3979.5932 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 70.886258 |
| Sum | 1.0098417 × 109 |
| Variance | 3.0793749 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 211880 | |
| 8804.34 | 1268 | 0.5% |
| 5869.56 | 977 | 0.4% |
| 7336.95 | 895 | 0.4% |
| 8852.45 | 770 | 0.3% |
| 11739.13 | 700 | 0.3% |
| 8217.39 | 652 | 0.3% |
| 14673.91 | 619 | 0.2% |
| 17608.69 | 615 | 0.2% |
| 23478.26 | 559 | 0.2% |
| Other values (4633) | 34820 | 13.7% |
| Value | Count | Frequency (%) |
| 0 | 211880 | |
| 44.99 | 1 | < 0.1% |
| 49.18 | 1 | < 0.1% |
| 97.82 | 1 | < 0.1% |
| 98.36 | 1 | < 0.1% |
| 99.44 | 1 | < 0.1% |
| 131.76 | 1 | < 0.1% |
| 147.54 | 1 | < 0.1% |
| 170.21 | 1 | < 0.1% |
| 171.19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4490217.38 | 1 | |
| 688524.59 | 1 | |
| 531147.54 | 1 | |
| 498913.04 | 1 | |
| 479347.82 | 1 | |
| 460327.86 | 1 | |
| 446789.5 | 1 | |
| 440217.39 | 1 | |
| 440217.38 | 1 | |
| 402065.21 | 1 |
becas
Real number (ℝ)
Skewed  Zeros 
| Distinct | 1722 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.695918 |
| Minimum | 0 |
|---|---|
| Maximum | 153831.51 |
| Zeros | 244742 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 153831.51 |
| Range | 153831.51 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1392.5477 |
|---|---|
| Coefficient of variation (CV) | 13.967952 |
| Kurtosis | 2237.8031 |
| Mean | 99.695918 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.388298 |
| Sum | 25298338 |
| Variance | 1939189.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 244742 | |
| 782.6 | 280 | 0.1% |
| 2347.82 | 244 | 0.1% |
| 1565.21 | 215 | 0.1% |
| 786.88 | 184 | 0.1% |
| 1467.39 | 148 | 0.1% |
| 586.95 | 146 | 0.1% |
| 733.69 | 141 | 0.1% |
| 489.13 | 132 | 0.1% |
| 1173.91 | 118 | < 0.1% |
| Other values (1712) | 7405 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 244742 | |
| 15.65 | 1 | < 0.1% |
| 48.91 | 1 | < 0.1% |
| 73.36 | 3 | < 0.1% |
| 73.77 | 2 | < 0.1% |
| 75.81 | 1 | < 0.1% |
| 97.82 | 9 | < 0.1% |
| 98.36 | 8 | < 0.1% |
| 99.44 | 1 | < 0.1% |
| 110.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 153831.51 | 1 | |
| 118032.78 | 1 | |
| 113967.39 | 1 | |
| 100956.52 | 1 | |
| 97377.03 | 1 | |
| 94279.88 | 1 | |
| 88043.47 | 1 | |
| 88043.46 | 1 | |
| 83535.9 | 1 | |
| 82622.94 | 1 |
donativos
Real number (ℝ)
Zeros 
| Distinct | 5237 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1146.441 |
| Minimum | 0 |
|---|---|
| Maximum | 413114.75 |
| Zeros | 199509 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7043.47 |
| Maximum | 413114.75 |
| Range | 413114.75 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4566.3634 |
|---|---|
| Coefficient of variation (CV) | 3.9830777 |
| Kurtosis | 802.86682 |
| Mean | 1146.441 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.608278 |
| Sum | 2.9091513 × 108 |
| Variance | 20851675 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 199509 | |
| 2934.78 | 1698 | 0.7% |
| 5869.56 | 1534 | 0.6% |
| 1467.39 | 1090 | 0.4% |
| 2950.81 | 908 | 0.4% |
| 5901.63 | 899 | 0.4% |
| 489.13 | 769 | 0.3% |
| 8804.34 | 763 | 0.3% |
| 978.26 | 704 | 0.3% |
| 1475.4 | 695 | 0.3% |
| Other values (5227) | 45186 | 17.8% |
| Value | Count | Frequency (%) |
| 0 | 199509 | |
| 0.99 | 1 | < 0.1% |
| 2.44 | 2 | < 0.1% |
| 2.45 | 1 | < 0.1% |
| 4.89 | 6 | < 0.1% |
| 4.91 | 3 | < 0.1% |
| 4.97 | 3 | < 0.1% |
| 5.46 | 1 | < 0.1% |
| 7.33 | 2 | < 0.1% |
| 7.37 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 413114.75 | 1 | |
| 354098.36 | 2 | |
| 317934.78 | 1 | |
| 211304.34 | 1 | |
| 196630.42 | 1 | |
| 176086.95 | 1 | |
| 176086.94 | 1 | |
| 162620.7 | 1 | |
| 155054.34 | 1 | |
| 147540.98 | 1 |
remesas
Real number (ℝ)
Zeros 
| Distinct | 3024 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 664.72281 |
| Minimum | 0 |
|---|---|
| Maximum | 360948.9 |
| Zeros | 238723 |
| Zeros (%) | 94.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1112.151 |
| Maximum | 360948.9 |
| Range | 360948.9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4777.3417 |
|---|---|
| Coefficient of variation (CV) | 7.1869682 |
| Kurtosis | 449.02133 |
| Mean | 664.72281 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.804189 |
| Sum | 1.6867674 × 108 |
| Variance | 22822993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 238723 | |
| 2934.78 | 381 | 0.2% |
| 5869.56 | 374 | 0.1% |
| 978.26 | 291 | 0.1% |
| 1467.39 | 257 | 0.1% |
| 11739.13 | 250 | 0.1% |
| 8804.34 | 224 | 0.1% |
| 489.13 | 219 | 0.1% |
| 5901.63 | 214 | 0.1% |
| 2950.81 | 202 | 0.1% |
| Other values (3014) | 12620 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 238723 | |
| 4.97 | 1 | < 0.1% |
| 9.78 | 1 | < 0.1% |
| 9.83 | 1 | < 0.1% |
| 14.75 | 1 | < 0.1% |
| 19.56 | 1 | < 0.1% |
| 24.59 | 1 | < 0.1% |
| 24.72 | 1 | < 0.1% |
| 48.91 | 6 | < 0.1% |
| 49.18 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 360948.9 | 1 | |
| 244565.21 | 1 | |
| 238524.59 | 1 | |
| 205434.78 | 1 | |
| 200655.73 | 1 | |
| 181967.21 | 1 | |
| 181721.28 | 1 | |
| 180978.26 | 1 | |
| 176086.95 | 1 | |
| 174619.56 | 1 |
bene_gob
Real number (ℝ)
Zeros 
| Distinct | 9423 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1341.253 |
| Minimum | 0 |
|---|---|
| Maximum | 122282.6 |
| Zeros | 170028 |
| Zeros (%) | 67.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1702.17 |
| 95-th percentile | 6456.52 |
| Maximum | 122282.6 |
| Range | 122282.6 |
| Interquartile range (IQR) | 1702.17 |
Descriptive statistics
| Standard deviation | 2688.0839 |
|---|---|
| Coefficient of variation (CV) | 2.0041587 |
| Kurtosis | 34.295996 |
| Mean | 1341.253 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.5025346 |
| Sum | 3.4034966 × 108 |
| Variance | 7225795.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 170028 | |
| 1565.21 | 2387 | 0.9% |
| 5649.45 | 2127 | 0.8% |
| 2347.82 | 1661 | 0.7% |
| 1573.77 | 1474 | 0.6% |
| 782.6 | 1340 | 0.5% |
| 1702.17 | 1286 | 0.5% |
| 5576.08 | 1250 | 0.5% |
| 5680.32 | 1183 | 0.5% |
| 786.88 | 1053 | 0.4% |
| Other values (9413) | 69966 |
| Value | Count | Frequency (%) |
| 0 | 170028 | |
| 44.02 | 1 | < 0.1% |
| 44.26 | 2 | < 0.1% |
| 44.75 | 1 | < 0.1% |
| 48.91 | 2 | < 0.1% |
| 49.18 | 2 | < 0.1% |
| 49.45 | 1 | < 0.1% |
| 52.82 | 1 | < 0.1% |
| 63.58 | 1 | < 0.1% |
| 73.36 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 122282.6 | 1 | |
| 66560.43 | 1 | |
| 63195.64 | 1 | |
| 62163.93 | 1 | |
| 48961.94 | 1 | |
| 48196.72 | 1 | |
| 46478.14 | 1 | |
| 46467.38 | 1 | |
| 45914.72 | 1 | |
| 45326.17 | 1 |
transf_hog
Real number (ℝ)
Skewed  Zeros 
| Distinct | 23762 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1383.1761 |
| Minimum | 0 |
|---|---|
| Maximum | 465000 |
| Zeros | 174206 |
| Zeros (%) | 68.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 799.205 |
| 95-th percentile | 7714.27 |
| Maximum | 465000 |
| Range | 465000 |
| Interquartile range (IQR) | 799.205 |
Descriptive statistics
| Standard deviation | 4312.26 |
|---|---|
| Coefficient of variation (CV) | 3.1176508 |
| Kurtosis | 1452.5877 |
| Mean | 1383.1761 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.629576 |
| Sum | 3.5098785 × 108 |
| Variance | 18595586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 174206 | |
| 2571.42 | 2245 | 0.9% |
| 1285.71 | 1998 | 0.8% |
| 642.85 | 1322 | 0.5% |
| 1928.57 | 1311 | 0.5% |
| 3857.14 | 1117 | 0.4% |
| 771.42 | 1108 | 0.4% |
| 1028.57 | 860 | 0.3% |
| 1542.85 | 785 | 0.3% |
| 385.71 | 729 | 0.3% |
| Other values (23752) | 68074 | 26.8% |
| Value | Count | Frequency (%) |
| 0 | 174206 | |
| 5.8 | 1 | < 0.1% |
| 7.82 | 1 | < 0.1% |
| 9.78 | 3 | < 0.1% |
| 11.73 | 1 | < 0.1% |
| 12.85 | 4 | < 0.1% |
| 14.51 | 2 | < 0.1% |
| 14.67 | 3 | < 0.1% |
| 17.11 | 1 | < 0.1% |
| 19.28 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 465000 | 1 | |
| 424259.99 | 1 | |
| 383452.22 | 1 | |
| 348387.09 | 1 | |
| 236249.98 | 1 | |
| 219940.07 | 1 | |
| 155426.02 | 1 | |
| 154799.99 | 1 | |
| 152305.48 | 1 | |
| 144738.56 | 1 |
trans_inst
Real number (ℝ)
Skewed  Zeros 
| Distinct | 12264 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 550.97167 |
| Minimum | 0 |
|---|---|
| Maximum | 1425130.4 |
| Zeros | 207377 |
| Zeros (%) | 81.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1851.42 |
| Maximum | 1425130.4 |
| Range | 1425130.4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7902.0543 |
|---|---|
| Coefficient of variation (CV) | 14.342034 |
| Kurtosis | 12582.808 |
| Mean | 550.97167 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 93.281682 |
| Sum | 1.3981182 × 108 |
| Variance | 62442462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 207377 | |
| 293.47 | 971 | 0.4% |
| 97.82 | 872 | 0.3% |
| 195.65 | 709 | 0.3% |
| 146.73 | 588 | 0.2% |
| 586.95 | 557 | 0.2% |
| 48.91 | 543 | 0.2% |
| 782.6 | 458 | 0.2% |
| 489.13 | 449 | 0.2% |
| 391.3 | 434 | 0.2% |
| Other values (12254) | 40797 | 16.1% |
| Value | Count | Frequency (%) |
| 0 | 207377 | |
| 0.49 | 1 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 3.88 | 1 | < 0.1% |
| 4.89 | 5 | < 0.1% |
| 5.8 | 2 | < 0.1% |
| 5.86 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 6.35 | 1 | < 0.1% |
| 6.84 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1425130.42 | 1 | |
| 1302358.67 | 1 | |
| 1185260.85 | 1 | |
| 978260.86 | 1 | |
| 964565.2 | 1 | |
| 918195.63 | 1 | |
| 626086.94 | 1 | |
| 594560.5 | 1 | |
| 586956.52 | 1 | |
| 574239.12 | 1 |
estim_alqu
Real number (ℝ)
Zeros 
| Distinct | 397 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5704.2286 |
| Minimum | 0 |
|---|---|
| Maximum | 348387.09 |
| Zeros | 35251 |
| Zeros (%) | 13.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2100 |
| median | 4354.83 |
| Q3 | 7258.06 |
| 95-th percentile | 15000 |
| Maximum | 348387.09 |
| Range | 348387.09 |
| Interquartile range (IQR) | 5158.06 |
Descriptive statistics
| Standard deviation | 7427.3783 |
|---|---|
| Coefficient of variation (CV) | 1.3020829 |
| Kurtosis | 140.87204 |
| Mean | 5704.2286 |
| Median Absolute Deviation (MAD) | 2554.83 |
| Skewness | 7.4741111 |
| Sum | 1.4474765 × 109 |
| Variance | 55165948 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35251 | 13.9% |
| 2903.22 | 22717 | 9.0% |
| 4354.83 | 21434 | 8.4% |
| 5806.45 | 19961 | 7.9% |
| 8709.67 | 11789 | 4.6% |
| 3000 | 11125 | 4.4% |
| 4500 | 10447 | 4.1% |
| 6000 | 9929 | 3.9% |
| 1451.61 | 9673 | 3.8% |
| 7258.06 | 9025 | 3.6% |
| Other values (387) | 92404 |
| Value | Count | Frequency (%) |
| 0 | 35251 | |
| 2.9 | 6 | < 0.1% |
| 3 | 1 | < 0.1% |
| 145.16 | 17 | < 0.1% |
| 150 | 3 | < 0.1% |
| 174.19 | 1 | < 0.1% |
| 232.25 | 4 | < 0.1% |
| 290.32 | 203 | 0.1% |
| 300 | 93 | < 0.1% |
| 348.38 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 348387.09 | 1 | < 0.1% |
| 300000 | 3 | |
| 290322.58 | 1 | < 0.1% |
| 290319.67 | 1 | < 0.1% |
| 240000 | 3 | |
| 232258.06 | 1 | < 0.1% |
| 210000 | 1 | < 0.1% |
| 203225.8 | 2 | |
| 180000 | 4 | |
| 174193.54 | 1 | < 0.1% |
otros_ing
Real number (ℝ)
Skewed  Zeros 
| Distinct | 1326 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.712706 |
| Minimum | 0 |
|---|---|
| Maximum | 97826.08 |
| Zeros | 248610 |
| Zeros (%) | 98.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 97826.08 |
| Range | 97826.08 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 879.54446 |
|---|---|
| Coefficient of variation (CV) | 19.2407 |
| Kurtosis | 2947.6616 |
| Mean | 45.712706 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 44.398793 |
| Sum | 11599828 |
| Variance | 773598.47 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 248610 | |
| 24.45 | 167 | 0.1% |
| 48.91 | 166 | 0.1% |
| 97.82 | 139 | 0.1% |
| 9.78 | 114 | < 0.1% |
| 244.56 | 96 | < 0.1% |
| 24.59 | 79 | < 0.1% |
| 9.83 | 78 | < 0.1% |
| 98.36 | 74 | < 0.1% |
| 49.18 | 71 | < 0.1% |
| Other values (1316) | 4161 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 248610 | |
| 0.48 | 13 | < 0.1% |
| 0.49 | 16 | < 0.1% |
| 0.97 | 12 | < 0.1% |
| 0.98 | 5 | < 0.1% |
| 0.99 | 3 | < 0.1% |
| 1.45 | 1 | < 0.1% |
| 1.46 | 5 | < 0.1% |
| 1.47 | 1 | < 0.1% |
| 1.49 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 97826.08 | 1 | |
| 86340.65 | 1 | |
| 82663.04 | 1 | |
| 73369.56 | 1 | |
| 72391.29 | 1 | |
| 71602.2 | 1 | |
| 59999.99 | 1 | |
| 59171.27 | 1 | |
| 59016.39 | 1 | |
| 58695.65 | 1 |
entidad
Real number (ℝ)
High correlation 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.900589 |
| Minimum | 1 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 15 |
| Q3 | 24 |
| 95-th percentile | 31 |
| Maximum | 32 |
| Range | 31 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.296479 |
|---|---|
| Coefficient of variation (CV) | 0.58466255 |
| Kurtosis | -1.2184901 |
| Mean | 15.900589 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.080367546 |
| Sum | 4034854 |
| Variance | 86.424522 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 8 | 12911 | 5.1% |
| 2 | 11605 | 4.6% |
| 5 | 11233 | 4.4% |
| 22 | 10717 | 4.2% |
| 19 | 10157 | 4.0% |
| 15 | 9952 | 3.9% |
| 25 | 9795 | 3.9% |
| 6 | 9098 | 3.6% |
| 11 | 8817 | 3.5% |
| 31 | 8299 | 3.3% |
| Other values (22) | 151171 |
| Value | Count | Frequency (%) |
| 1 | 7644 | |
| 2 | 11605 | |
| 3 | 7875 | |
| 4 | 6202 | |
| 5 | 11233 | |
| 6 | 9098 | |
| 7 | 5997 | |
| 8 | 12911 | |
| 9 | 7324 | |
| 10 | 7734 |
| Value | Count | Frequency (%) |
| 32 | 7178 | |
| 31 | 8299 | |
| 30 | 7971 | |
| 29 | 6320 | |
| 28 | 6532 | |
| 27 | 6038 | |
| 26 | 7068 | |
| 25 | 9795 | |
| 24 | 7288 | |
| 23 | 6371 |
municipio
Real number (ℝ)
| Distinct | 301 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.071108 |
| Minimum | 1 |
|---|---|
| Maximum | 570 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 18 |
| Q3 | 41 |
| 95-th percentile | 120 |
| Maximum | 570 |
| Range | 569 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 60.035224 |
|---|---|
| Coefficient of variation (CV) | 1.6194613 |
| Kurtosis | 28.562444 |
| Mean | 37.071108 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 4.6326229 |
| Sum | 9406979 |
| Variance | 3604.2281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 14447 | 5.7% |
| 2 | 12351 | 4.9% |
| 4 | 10238 | 4.0% |
| 5 | 10169 | 4.0% |
| 3 | 8792 | 3.5% |
| 6 | 8637 | 3.4% |
| 7 | 8559 | 3.4% |
| 17 | 7454 | 2.9% |
| 8 | 6783 | 2.7% |
| 10 | 6046 | 2.4% |
| Other values (291) | 160279 |
| Value | Count | Frequency (%) |
| 1 | 14447 | |
| 2 | 12351 | |
| 3 | 8792 | |
| 4 | 10238 | |
| 5 | 10169 | |
| 6 | 8637 | |
| 7 | 8559 | |
| 8 | 6783 | |
| 9 | 5429 | 2.1% |
| 10 | 6046 |
| Value | Count | Frequency (%) |
| 570 | 67 | |
| 565 | 60 | |
| 560 | 24 | < 0.1% |
| 559 | 93 | |
| 557 | 43 | |
| 554 | 19 | < 0.1% |
| 553 | 14 | < 0.1% |
| 551 | 75 | |
| 547 | 22 | < 0.1% |
| 546 | 21 | < 0.1% |
Nhog
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 253755 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 253755 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 253755 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 253755 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 253755 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 253755 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 253755 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 253755 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 253755 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2022 | 90102 | |
| 2020 | 89006 | |
| 2018 | 74647 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2022 | 90102 | |
| 2020 | 89006 | |
| 2018 | 74647 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 522965 | |
| 0 | 342761 | |
| 1 | 74647 | 7.4% |
| 8 | 74647 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1015020 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 522965 | |
| 0 | 342761 | |
| 1 | 74647 | 7.4% |
| 8 | 74647 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1015020 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 522965 | |
| 0 | 342761 | |
| 1 | 74647 | 7.4% |
| 8 | 74647 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1015020 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 522965 | |
| 0 | 342761 | |
| 1 | 74647 | 7.4% |
| 8 | 74647 | 7.4% |
gini_year
Real number (ℝ)
| Distinct | 3218 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38530703 |
| Minimum | 0.17438871 |
|---|---|
| Maximum | 0.86992543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0.17438871 |
|---|---|
| 5-th percentile | 0.30732391 |
| Q1 | 0.35292479 |
| median | 0.38099524 |
| Q3 | 0.41249958 |
| 95-th percentile | 0.47780005 |
| Maximum | 0.86992543 |
| Range | 0.69553672 |
| Interquartile range (IQR) | 0.059574791 |
Descriptive statistics
| Standard deviation | 0.055650025 |
|---|---|
| Coefficient of variation (CV) | 0.14443034 |
| Kurtosis | 7.1129475 |
| Mean | 0.38530703 |
| Median Absolute Deviation (MAD) | 0.029383185 |
| Skewness | 1.470937 |
| Sum | 97773.586 |
| Variance | 0.0030969253 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.413504205 | 1544 | 0.6% |
| 0.3840184801 | 1500 | 0.6% |
| 0.4010442349 | 1427 | 0.6% |
| 0.373743678 | 1425 | 0.6% |
| 0.3947809829 | 1384 | 0.5% |
| 0.3683525058 | 1378 | 0.5% |
| 0.3829351832 | 1342 | 0.5% |
| 0.419491794 | 1338 | 0.5% |
| 0.3801705955 | 1336 | 0.5% |
| 0.3551722264 | 1321 | 0.5% |
| Other values (3208) | 239760 |
| Value | Count | Frequency (%) |
| 0.1743887076 | 17 | |
| 0.2161081698 | 28 | |
| 0.2234849112 | 19 | |
| 0.2243115144 | 10 | < 0.1% |
| 0.2246270873 | 17 | |
| 0.2276896521 | 19 | |
| 0.2332877229 | 19 | |
| 0.233473337 | 18 | |
| 0.2335954632 | 23 | |
| 0.2360305355 | 23 |
| Value | Count | Frequency (%) |
| 0.8699254311 | 77 | |
| 0.8618222006 | 16 | < 0.1% |
| 0.8599973814 | 22 | < 0.1% |
| 0.8243340561 | 20 | < 0.1% |
| 0.8066551048 | 19 | < 0.1% |
| 0.7826009445 | 41 | |
| 0.7780978993 | 44 | |
| 0.7681256647 | 23 | < 0.1% |
| 0.7594120411 | 40 | |
| 0.7572504197 | 24 | < 0.1% |
cum_factor
Real number (ℝ)
High correlation 
| Distinct | 108320 |
|---|---|
| Distinct (%) | 42.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55459.084 |
| Minimum | 9 |
|---|---|
| Maximum | 589418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 1118 |
| Q1 | 6426 |
| median | 20404 |
| Q3 | 67706 |
| 95-th percentile | 231407.6 |
| Maximum | 589418 |
| Range | 589409 |
| Interquartile range (IQR) | 61280 |
Descriptive statistics
| Standard deviation | 81222.026 |
|---|---|
| Coefficient of variation (CV) | 1.4645396 |
| Kurtosis | 7.0683766 |
| Mean | 55459.084 |
| Median Absolute Deviation (MAD) | 17420 |
| Skewness | 2.4677672 |
| Sum | 1.407302 × 1010 |
| Variance | 6.5970176 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1890 | 44 | < 0.1% |
| 2160 | 41 | < 0.1% |
| 1080 | 39 | < 0.1% |
| 1800 | 38 | < 0.1% |
| 1620 | 38 | < 0.1% |
| 1296 | 37 | < 0.1% |
| 900 | 37 | < 0.1% |
| 840 | 36 | < 0.1% |
| 1920 | 36 | < 0.1% |
| 1680 | 36 | < 0.1% |
| Other values (108310) | 253373 |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 2 | |
| 19 | 3 | |
| 20 | 1 | < 0.1% |
| 21 | 2 | |
| 22 | 2 |
| Value | Count | Frequency (%) |
| 589418 | 1 | |
| 588884 | 1 | |
| 588246 | 1 | |
| 587631 | 1 | |
| 587563 | 1 | |
| 587058 | 1 | |
| 586385 | 1 | |
| 586317 | 1 | |
| 585704 | 1 | |
| 585061 | 1 |
decile
Real number (ℝ)
High correlation  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3387914 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 28631 |
| Zeros (%) | 11.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8694039 |
|---|---|
| Coefficient of variation (CV) | 0.66133714 |
| Kurtosis | -1.220659 |
| Mean | 4.3387914 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.052997789 |
| Sum | 1100990 |
| Variance | 8.2334785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28631 | |
| 1 | 26346 | |
| 2 | 26249 | |
| 3 | 25693 | |
| 5 | 25391 | |
| 4 | 25286 | |
| 6 | 25035 | |
| 7 | 24548 | |
| 8 | 24262 | |
| 9 | 22314 |
| Value | Count | Frequency (%) |
| 0 | 28631 | |
| 1 | 26346 | |
| 2 | 26249 | |
| 3 | 25693 | |
| 4 | 25286 | |
| 5 | 25391 | |
| 6 | 25035 | |
| 7 | 24548 | |
| 8 | 24262 | |
| 9 | 22314 |
| Value | Count | Frequency (%) |
| 9 | 22314 | |
| 8 | 24262 | |
| 7 | 24548 | |
| 6 | 25035 | |
| 5 | 25391 | |
| 4 | 25286 | |
| 3 | 25693 | |
| 2 | 26249 | |
| 1 | 26346 | |
| 0 | 28631 |
Interactions
Correlations
| arrenda | becas | bene_gob | cum_factor | decile | donativos | entidad | est_dis | estim_alqu | factor | foliohog | folioviv | gini_year | ing_cor | ingtrab | jubilacion | municipio | negocio | otros_ing | otros_trab | remesas | rentas | trabajo | trans_inst | transf_hog | transfer | ubica_geo | upm | utilidad | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| arrenda | 1.000 | 0.006 | 0.016 | 0.078 | 0.095 | 0.008 | -0.005 | -0.006 | 0.102 | -0.004 | 0.000 | -0.006 | 0.028 | 0.126 | 0.008 | 0.071 | -0.024 | -0.002 | 0.010 | 0.011 | 0.004 | 0.722 | 0.001 | 0.009 | 0.011 | 0.055 | -0.005 | -0.006 | 0.048 | 0.000 |
| becas | 0.006 | 1.000 | -0.020 | 0.032 | 0.038 | 0.004 | -0.015 | -0.015 | 0.019 | -0.014 | 0.019 | -0.014 | 0.005 | 0.047 | 0.048 | -0.021 | -0.031 | 0.001 | 0.012 | 0.030 | -0.005 | 0.005 | 0.047 | 0.017 | -0.018 | 0.066 | -0.015 | -0.017 | 0.001 | 0.005 |
| bene_gob | 0.016 | -0.020 | 1.000 | -0.165 | -0.021 | 0.097 | 0.070 | 0.077 | -0.014 | -0.029 | 0.000 | 0.075 | -0.008 | -0.121 | -0.250 | 0.107 | 0.070 | 0.112 | 0.008 | 0.004 | 0.070 | -0.001 | -0.253 | 0.136 | 0.048 | 0.454 | 0.070 | 0.081 | -0.019 | 0.043 |
| cum_factor | 0.078 | 0.032 | -0.165 | 1.000 | 0.467 | -0.082 | -0.151 | -0.169 | 0.359 | 0.263 | 0.018 | -0.166 | 0.072 | 0.668 | 0.519 | 0.156 | -0.144 | -0.116 | 0.007 | 0.003 | -0.095 | 0.094 | 0.487 | -0.068 | -0.066 | -0.019 | -0.150 | -0.159 | 0.058 | 0.022 |
| decile | 0.095 | 0.038 | -0.021 | 0.467 | 1.000 | -0.082 | 0.010 | 0.009 | 0.293 | 0.045 | 0.037 | 0.008 | -0.003 | 0.783 | 0.605 | 0.121 | 0.004 | 0.045 | 0.013 | 0.062 | 0.011 | 0.135 | 0.517 | 0.018 | -0.045 | 0.079 | 0.010 | 0.009 | 0.099 | 0.001 |
| donativos | 0.008 | 0.004 | 0.097 | -0.082 | -0.082 | 1.000 | 0.048 | 0.049 | -0.026 | -0.000 | 0.000 | 0.049 | 0.019 | -0.110 | -0.220 | -0.010 | 0.011 | -0.000 | 0.033 | 0.045 | 0.032 | -0.019 | -0.202 | 0.069 | 0.150 | 0.367 | 0.048 | 0.047 | -0.035 | 0.005 |
| entidad | -0.005 | -0.015 | 0.070 | -0.151 | 0.010 | 0.048 | 1.000 | 0.999 | -0.045 | 0.193 | 0.020 | 0.999 | -0.052 | -0.099 | -0.083 | -0.022 | 0.357 | 0.071 | 0.008 | 0.026 | 0.008 | -0.005 | -0.090 | 0.081 | 0.038 | 0.046 | 0.999 | 0.986 | -0.002 | 0.003 |
| est_dis | -0.006 | -0.015 | 0.077 | -0.169 | 0.009 | 0.049 | 0.999 | 1.000 | -0.050 | 0.178 | 0.015 | 0.999 | -0.057 | -0.104 | -0.088 | -0.026 | 0.357 | 0.075 | 0.008 | 0.027 | 0.012 | -0.006 | -0.095 | 0.081 | 0.038 | 0.049 | 0.998 | 0.990 | -0.003 | 0.033 |
| estim_alqu | 0.102 | 0.019 | -0.014 | 0.359 | 0.293 | -0.026 | -0.045 | -0.050 | 1.000 | 0.058 | 0.001 | -0.053 | 0.018 | 0.436 | 0.159 | 0.220 | -0.083 | -0.040 | -0.003 | -0.042 | -0.039 | 0.134 | 0.143 | -0.014 | -0.035 | 0.111 | -0.045 | -0.034 | 0.093 | 0.021 |
| factor | -0.004 | -0.014 | -0.029 | 0.263 | 0.045 | -0.000 | 0.193 | 0.178 | 0.058 | 1.000 | 0.009 | 0.180 | -0.030 | 0.021 | 0.020 | 0.006 | 0.459 | 0.028 | -0.008 | -0.020 | -0.045 | -0.012 | 0.015 | -0.051 | -0.033 | -0.030 | 0.194 | 0.173 | -0.012 | 0.039 |
| foliohog | 0.000 | 0.019 | 0.000 | 0.018 | 0.037 | 0.000 | 0.020 | 0.015 | 0.001 | 0.009 | 1.000 | 0.018 | 0.005 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.014 | 0.000 | 0.007 |
| folioviv | -0.006 | -0.014 | 0.075 | -0.166 | 0.008 | 0.049 | 0.999 | 0.999 | -0.053 | 0.180 | 0.018 | 1.000 | -0.055 | -0.107 | -0.089 | -0.027 | 0.360 | 0.075 | 0.008 | 0.027 | 0.012 | -0.007 | -0.095 | 0.082 | 0.038 | 0.047 | 0.999 | 0.987 | -0.003 | 0.000 |
| gini_year | 0.028 | 0.005 | -0.008 | 0.072 | -0.003 | 0.019 | -0.052 | -0.057 | 0.018 | -0.030 | 0.005 | -0.055 | 1.000 | 0.003 | -0.030 | 0.039 | -0.054 | -0.002 | 0.019 | 0.014 | 0.007 | 0.044 | -0.031 | -0.001 | 0.010 | 0.027 | -0.052 | -0.065 | 0.037 | 0.135 |
| ing_cor | 0.126 | 0.047 | -0.121 | 0.668 | 0.783 | -0.110 | -0.099 | -0.104 | 0.436 | 0.021 | 0.000 | -0.107 | 0.003 | 1.000 | 0.756 | 0.196 | -0.130 | -0.053 | 0.013 | 0.036 | -0.037 | 0.180 | 0.662 | -0.022 | -0.060 | 0.059 | -0.099 | -0.088 | 0.136 | 0.003 |
| ingtrab | 0.008 | 0.048 | -0.250 | 0.519 | 0.605 | -0.220 | -0.083 | -0.088 | 0.159 | 0.020 | 0.000 | -0.089 | -0.030 | 0.756 | 1.000 | -0.167 | -0.090 | 0.032 | 0.013 | 0.093 | -0.134 | -0.055 | 0.881 | -0.099 | -0.176 | -0.353 | -0.083 | -0.078 | -0.089 | 0.003 |
| jubilacion | 0.071 | -0.021 | 0.107 | 0.156 | 0.121 | -0.010 | -0.022 | -0.026 | 0.220 | 0.006 | 0.000 | -0.027 | 0.039 | 0.196 | -0.167 | 1.000 | -0.044 | -0.089 | -0.012 | -0.050 | -0.035 | 0.053 | -0.140 | 0.116 | 0.005 | 0.556 | -0.023 | -0.022 | 0.003 | 0.001 |
| municipio | -0.024 | -0.031 | 0.070 | -0.144 | 0.004 | 0.011 | 0.357 | 0.357 | -0.083 | 0.459 | 0.006 | 0.360 | -0.054 | -0.130 | -0.090 | -0.044 | 1.000 | 0.103 | -0.017 | 0.006 | 0.012 | -0.027 | -0.103 | 0.019 | -0.004 | 0.007 | 0.372 | 0.353 | -0.015 | 0.021 |
| negocio | -0.002 | 0.001 | 0.112 | -0.116 | 0.045 | -0.000 | 0.071 | 0.075 | -0.040 | 0.028 | 0.000 | 0.075 | -0.002 | -0.053 | 0.032 | -0.089 | 0.103 | 1.000 | 0.013 | 0.047 | 0.030 | -0.035 | -0.285 | 0.047 | -0.022 | -0.008 | 0.071 | 0.075 | -0.050 | 0.003 |
| otros_ing | 0.010 | 0.012 | 0.008 | 0.007 | 0.013 | 0.033 | 0.008 | 0.008 | -0.003 | -0.008 | 0.000 | 0.008 | 0.019 | 0.013 | 0.013 | -0.012 | -0.017 | 0.013 | 1.000 | 0.054 | 0.010 | 0.007 | 0.011 | 0.030 | 0.021 | 0.013 | 0.008 | 0.006 | 0.001 | 0.006 |
| otros_trab | 0.011 | 0.030 | 0.004 | 0.003 | 0.062 | 0.045 | 0.026 | 0.027 | -0.042 | -0.020 | 0.008 | 0.027 | 0.014 | 0.036 | 0.093 | -0.050 | 0.006 | 0.047 | 0.054 | 1.000 | 0.021 | -0.004 | -0.006 | 0.058 | 0.027 | 0.001 | 0.026 | 0.023 | -0.015 | 0.003 |
| remesas | 0.004 | -0.005 | 0.070 | -0.095 | 0.011 | 0.032 | 0.008 | 0.012 | -0.039 | -0.045 | 0.000 | 0.012 | 0.007 | -0.037 | -0.134 | -0.035 | 0.012 | 0.030 | 0.010 | 0.021 | 1.000 | -0.007 | -0.138 | 0.029 | 0.044 | 0.234 | 0.008 | 0.010 | -0.013 | 0.017 |
| rentas | 0.722 | 0.005 | -0.001 | 0.094 | 0.135 | -0.019 | -0.005 | -0.006 | 0.134 | -0.012 | 0.000 | -0.007 | 0.044 | 0.180 | -0.055 | 0.053 | -0.027 | -0.035 | 0.007 | -0.004 | -0.007 | 1.000 | -0.053 | -0.004 | -0.005 | 0.024 | -0.005 | -0.007 | 0.697 | 0.002 |
| trabajo | 0.001 | 0.047 | -0.253 | 0.487 | 0.517 | -0.202 | -0.090 | -0.095 | 0.143 | 0.015 | 0.000 | -0.095 | -0.031 | 0.662 | 0.881 | -0.140 | -0.103 | -0.285 | 0.011 | -0.006 | -0.138 | -0.053 | 1.000 | -0.098 | -0.158 | -0.329 | -0.089 | -0.087 | -0.077 | 0.005 |
| trans_inst | 0.009 | 0.017 | 0.136 | -0.068 | 0.018 | 0.069 | 0.081 | 0.081 | -0.014 | -0.051 | 0.000 | 0.082 | -0.001 | -0.022 | -0.099 | 0.116 | 0.019 | 0.047 | 0.030 | 0.058 | 0.029 | -0.004 | -0.098 | 1.000 | 0.074 | 0.266 | 0.080 | 0.067 | -0.015 | 0.002 |
| transf_hog | 0.011 | -0.018 | 0.048 | -0.066 | -0.045 | 0.150 | 0.038 | 0.038 | -0.035 | -0.033 | 0.000 | 0.038 | 0.010 | -0.060 | -0.176 | 0.005 | -0.004 | -0.022 | 0.021 | 0.027 | 0.044 | -0.005 | -0.158 | 0.074 | 1.000 | 0.414 | 0.037 | 0.036 | -0.019 | 0.006 |
| transfer | 0.055 | 0.066 | 0.454 | -0.019 | 0.079 | 0.367 | 0.046 | 0.049 | 0.111 | -0.030 | 0.000 | 0.047 | 0.027 | 0.059 | -0.353 | 0.556 | 0.007 | -0.008 | 0.013 | 0.001 | 0.234 | 0.024 | -0.329 | 0.266 | 0.414 | 1.000 | 0.046 | 0.051 | -0.024 | 0.000 |
| ubica_geo | -0.005 | -0.015 | 0.070 | -0.150 | 0.010 | 0.048 | 0.999 | 0.998 | -0.045 | 0.194 | 0.020 | 0.999 | -0.052 | -0.099 | -0.083 | -0.023 | 0.372 | 0.071 | 0.008 | 0.026 | 0.008 | -0.005 | -0.089 | 0.080 | 0.037 | 0.046 | 1.000 | 0.986 | -0.002 | 0.003 |
| upm | -0.006 | -0.017 | 0.081 | -0.159 | 0.009 | 0.047 | 0.986 | 0.990 | -0.034 | 0.173 | 0.014 | 0.987 | -0.065 | -0.088 | -0.078 | -0.022 | 0.353 | 0.075 | 0.006 | 0.023 | 0.010 | -0.007 | -0.087 | 0.067 | 0.036 | 0.051 | 0.986 | 1.000 | -0.004 | 0.168 |
| utilidad | 0.048 | 0.001 | -0.019 | 0.058 | 0.099 | -0.035 | -0.002 | -0.003 | 0.093 | -0.012 | 0.000 | -0.003 | 0.037 | 0.136 | -0.089 | 0.003 | -0.015 | -0.050 | 0.001 | -0.015 | -0.013 | 0.697 | -0.077 | -0.015 | -0.019 | -0.024 | -0.002 | -0.004 | 1.000 | 0.003 |
| year | 0.000 | 0.005 | 0.043 | 0.022 | 0.001 | 0.005 | 0.003 | 0.033 | 0.021 | 0.039 | 0.007 | 0.000 | 0.135 | 0.003 | 0.003 | 0.001 | 0.021 | 0.003 | 0.006 | 0.003 | 0.017 | 0.002 | 0.005 | 0.002 | 0.006 | 0.000 | 0.003 | 0.168 | 0.003 | 1.000 |
Missing values
Sample
| folioviv | foliohog | ubica_geo | ing_cor | factor | upm | est_dis | ingtrab | trabajo | negocio | otros_trab | rentas | utilidad | arrenda | transfer | jubilacion | becas | donativos | remesas | bene_gob | transf_hog | trans_inst | estim_alqu | otros_ing | entidad | municipio | Nhog | year | gini_year | cum_factor | decile | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 160111901 | 1 | 1001 | 2863.46 | 120 | 265 | 10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 1702.17 | 0.0 | 0.0 | 0.00 | 0.0 | 1702.17 | 0.00 | 0.00 | 1161.29 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 120 | 0 |
| 1 | 100211002 | 1 | 1001 | 3423.91 | 182 | 28 | 2 | 3423.91 | 0.00 | 3423.91 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 302 | 0 |
| 2 | 100836004 | 1 | 1001 | 3521.73 | 193 | 109 | 2 | 3521.73 | 3521.73 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 495 | 0 |
| 3 | 100062803 | 1 | 1001 | 3826.22 | 192 | 7 | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 1426.22 | 0.0 | 0.0 | 1426.22 | 0.0 | 0.00 | 0.00 | 0.00 | 2400.00 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 687 | 0 |
| 4 | 100828801 | 1 | 1001 | 5252.45 | 193 | 107 | 2 | 1967.21 | 0.00 | 1967.21 | 0.00 | 0.0 | 0.0 | 0.0 | 885.24 | 0.0 | 0.0 | 885.24 | 0.0 | 0.00 | 0.00 | 0.00 | 2400.00 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 880 | 0 |
| 5 | 101300201 | 1 | 1001 | 5713.70 | 184 | 155 | 2 | 1491.71 | 0.00 | 0.00 | 1491.71 | 0.0 | 0.0 | 0.0 | 4221.99 | 0.0 | 0.0 | 3232.04 | 0.0 | 0.00 | 989.95 | 0.00 | 0.00 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 1064 | 0 |
| 6 | 101730204 | 1 | 1001 | 5950.80 | 185 | 196 | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 5370.16 | 0.0 | 0.0 | 5370.16 | 0.0 | 0.00 | 0.00 | 0.00 | 580.64 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 1249 | 0 |
| 7 | 101602006 | 1 | 1001 | 7017.18 | 233 | 186 | 3 | 6554.34 | 0.00 | 6554.34 | 0.00 | 0.0 | 0.0 | 0.0 | 462.84 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 462.84 | 0.00 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 1482 | 0 |
| 8 | 160083007 | 1 | 1001 | 7269.76 | 87 | 261 | 10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 4947.18 | 0.0 | 0.0 | 0.00 | 0.0 | 3404.34 | 1542.84 | 0.00 | 2322.58 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 1569 | 0 |
| 9 | 160093805 | 1 | 1001 | 7495.77 | 78 | 263 | 10 | 1028.56 | 1028.56 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 1967.21 | 0.0 | 0.0 | 1967.21 | 0.0 | 0.00 | 0.00 | 0.00 | 4500.00 | 0.0 | 1 | 1 | 1 | 2018 | 0.394781 | 1647 | 0 |
| folioviv | foliohog | ubica_geo | ing_cor | factor | upm | est_dis | ingtrab | trabajo | negocio | otros_trab | rentas | utilidad | arrenda | transfer | jubilacion | becas | donativos | remesas | bene_gob | transf_hog | trans_inst | estim_alqu | otros_ing | entidad | municipio | Nhog | year | gini_year | cum_factor | decile | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 253745 | 3202645313 | 1 | 32057 | 44577.12 | 205 | 10182 | 557 | 41673.90 | 41673.90 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 2903.22 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 2460 | 5 |
| 253746 | 3202645523 | 1 | 32057 | 49275.02 | 205 | 10182 | 557 | 38396.70 | 29103.24 | 0.00 | 9293.46 | 0.0 | 0.0 | 0.0 | 6523.49 | 0.00 | 0.0 | 0.00 | 0.0 | 1565.21 | 4958.28 | 0.0 | 4354.83 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 2665 | 6 |
| 253747 | 3202645317 | 1 | 32057 | 49330.34 | 205 | 10182 | 557 | 43508.12 | 43508.12 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 1467.39 | 0.00 | 0.0 | 1467.39 | 0.0 | 0.00 | 0.00 | 0.0 | 4354.83 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 2870 | 6 |
| 253748 | 3202645522 | 1 | 32057 | 52191.74 | 205 | 10182 | 557 | 47836.91 | 40304.31 | 6114.13 | 1418.47 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 4354.83 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 3075 | 7 |
| 253749 | 3202645519 | 1 | 32057 | 56123.76 | 205 | 10182 | 557 | 44510.86 | 44021.73 | 489.13 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 11612.90 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 3280 | 7 |
| 253750 | 3202645316 | 1 | 32057 | 56887.41 | 205 | 10182 | 557 | 52532.58 | 52532.58 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 0.00 | 0.0 | 4354.83 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 3485 | 8 |
| 253751 | 3202645008 | 1 | 32057 | 57533.47 | 205 | 10182 | 557 | 31183.55 | 27270.51 | 0.00 | 3913.04 | 0.0 | 0.0 | 0.0 | 20543.47 | 14673.91 | 0.0 | 2934.78 | 0.0 | 2934.78 | 0.00 | 0.0 | 5806.45 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 3690 | 8 |
| 253752 | 3202645803 | 1 | 32057 | 85124.10 | 205 | 10182 | 557 | 74409.82 | 0.00 | 68508.19 | 5901.63 | 0.0 | 0.0 | 0.0 | 7714.28 | 0.00 | 0.0 | 0.00 | 0.0 | 0.00 | 7714.28 | 0.0 | 3000.00 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 3895 | 9 |
| 253753 | 3202645012 | 1 | 32057 | 123124.19 | 205 | 10182 | 557 | 75326.07 | 75326.07 | 0.00 | 0.00 | 0.0 | 0.0 | 0.0 | 39088.45 | 5869.56 | 0.0 | 0.00 | 0.0 | 5576.08 | 27642.81 | 0.0 | 8709.67 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 4100 | 9 |
| 253754 | 3202645804 | 1 | 32057 | 383357.21 | 205 | 10182 | 557 | 371588.36 | 363326.07 | 0.00 | 8262.29 | 0.0 | 0.0 | 0.0 | 7868.85 | 0.00 | 0.0 | 7868.85 | 0.0 | 0.00 | 0.00 | 0.0 | 3900.00 | 0.0 | 32 | 57 | 1 | 2022 | 0.453524 | 4305 | 0 |